CompleteBernsteinFunction-class: Virtual superclass for complete Bernstein functions

In hsloot/rmo: A package for the Marshall-Olkin distribution

Virtual superclass for complete Bernstein functions

Description

A virtual superclass for all Bernstein functions which can represented by a Stieltjes density (no drift or killing rate). That means that there exists a Stieltjes measure \sigma such that

\psi(x) = \int_0^\infty \frac{x}{x + u} \sigma(du) , x > 0 .

Details

Evaluation of Complete Bernstein functions

For continuous Stieltjes densities, the values of the Bernstein function are calculated with stats::integrate() by using the representation

\psi(x) = \int_{0}^{\infty} x \mathrm{Beta}(1, x + u) \sigma(du), \quad x > 0 ,

and the values of the iterated differences are calculated by using the representation

(-1)^{j-1} \Delta^{j} \psi(x) = \int_{0}^{\infty} u \mathrm{Beta}(j+1, x + u) \sigma(du) , \quad x > 0 .

For discrete Lévy densities \sigma(du) = \sum_{i} y_i \delta_{u_i}(du), the values of the Bernstein function are calculated by using the representation

\psi(x) = \sum_{i} x \mathrm{Beta}(1, x + u_i) y_i, \quad x > 0 ,

and the values of the iterated differences are calculated by using the representation

(-1)^{j-1} \Delta^{j} \psi(x) = \sum_{i} u_i \mathrm{Beta}(j+1, x + u_i) y_i , \quad x > 0 .

See Also

getLevyDensity(), getStieltjesDensity(), calcIterativeDifference(), calcShockArrivalIntensities(), calcExShockArrivalIntensities(), calcExShockSizeArrivalIntensities(), calcMDCMGeneratorMatrix(), rextmo(), rpextmo()

Other Bernstein function classes: AlphaStableBernsteinFunction-class, BernsteinFunction-class, CompositeScaledBernsteinFunction-class, ConstantBernsteinFunction-class, ConvexCombinationOfBernsteinFunctions-class, ExponentialBernsteinFunction-class, GammaBernsteinFunction-class, InverseGaussianBernsteinFunction-class, LevyBernsteinFunction-class, LinearBernsteinFunction-class, ParetoBernsteinFunction-class, PoissonBernsteinFunction-class, ScaledBernsteinFunction-class, SumOfBernsteinFunctions-class

Other Virtual Bernstein function classes: BernsteinFunction-class, LevyBernsteinFunction-class

Other Levy Bernstein function classes: AlphaStableBernsteinFunction-class, ExponentialBernsteinFunction-class, GammaBernsteinFunction-class, InverseGaussianBernsteinFunction-class, LevyBernsteinFunction-class, ParetoBernsteinFunction-class, PoissonBernsteinFunction-class

hsloot/rmo documentation built on May 1, 2024, 4:28 a.m.